[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M71BNHAB7JWYA29HZS24S7PX":3,"skill-same:01M71BNHAB7JWYA29HZS24S7PX":74},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":18,"publishedAt":39,"linkOnly":40,"markdownContent":41,"markdownBody":42,"frontMatter":43,"refName":47,"commitSha":48,"skillDirectory":49,"forksCount":50,"repositoryHtmlUrl":51,"repositoryHomepageUrl":6,"ownerHtmlUrl":52,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":53,"install":54,"resources":67},"01M71BNHAB7JWYA29HZS24S7PX","wiki-qa",null,"Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the codebase.","strmt7\u002Fai_skills_collection_benchmarked","strmt7","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F28989754?v=4","01M71929P914SWKQ7QJV24NBBY","Stratos","01M71929Q9VGKQ7PWYR95VSQQQ",1,"MIT","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fcloud-azure-microsoft-sdks\u002Fofficial-vendor-reference\u002Fwiki-qa\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38],"qa","wiki qa","wiki","source","understand","codebase","repository","about","questions","microsoft","help","how","file analysis","component","code","file","analysis","when","use","question","2026-11-10 10:12:30",false,"---\nname: wiki-qa\ndescription: Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the codebase.\nlicense: MIT\nmetadata:\n  author: Microsoft\n  version: \"1.0.0\"\n---\n\n# Wiki Q&A\n\nAnswer repository questions grounded entirely in source code evidence.\n\n## When to Activate\n\n- User asks a question about the codebase\n- User wants to understand a specific file, function, or component\n- User asks \"how does X work\" or \"where is Y defined\"\n\n## Source Repository Resolution (MUST DO FIRST)\n\nBefore answering any question, you MUST determine the source repository context:\n\n1. **Check for git remote**: Run `git remote get-url origin` to detect if a remote exists\n2. **Ask the user**: _\"Is this a local-only repository, or do you have a source repository URL (e.g., GitHub, Azure DevOps)?\"_\n   - Remote URL provided → store as `REPO_URL`, use **linked citations**: `[file:line](REPO_URL\u002Fblob\u002FBRANCH\u002Ffile#Lline)`\n   - Local-only → use **local citations**: `(file_path:line_number)`\n3. **Determine default branch**: Run `git rev-parse --abbrev-ref HEAD`\n4. **Do NOT proceed** until source repo context is resolved\n\n## Procedure\n\n1. Resolve source repo context (see above)\n2. Detect the language of the question; respond in the same language\n3. Search the codebase for relevant files\n4. Read those files to gather evidence\n5. Synthesize an answer with inline linked citations\n\n## Response Format\n\n- Use `##` headings, code blocks with language tags, tables, bullet lists\n- Cite sources inline using resolved format:\n  - **Remote**: `[src\u002Fpath\u002Ffile.ts:42](REPO_URL\u002Fblob\u002FBRANCH\u002Fsrc\u002Fpath\u002Ffile.ts#L42)`\n  - **Local**: `(src\u002Fpath\u002Ffile.ts:42)`\n- Include a \"Key Files\" table mapping files to their roles (with linked citations in the \"File\" column)\n- **Include at least 1 Mermaid diagram** when the answer involves architecture, data flow, or relationships — a diagram makes the answer 10x more useful\n- **Use tables** for any structured data in the answer (component lists, API endpoints, config options, comparisons)\n- If information is insufficient, say so and suggest files to examine\n\n## Rules\n\n- ONLY use information from actual source files\n- NEVER invent, guess, or use external knowledge\n- Think step by step before answering\n","# Wiki Q&A\n\nAnswer repository questions grounded entirely in source code evidence.\n\n## When to Activate\n\n- User asks a question about the codebase\n- User wants to understand a specific file, function, or component\n- User asks \"how does X work\" or \"where is Y defined\"\n\n## Source Repository Resolution (MUST DO FIRST)\n\nBefore answering any question, you MUST determine the source repository context:\n\n1. **Check for git remote**: Run `git remote get-url origin` to detect if a remote exists\n2. **Ask the user**: _\"Is this a local-only repository, or do you have a source repository URL (e.g., GitHub, Azure DevOps)?\"_\n   - Remote URL provided → store as `REPO_URL`, use **linked citations**: `[file:line](REPO_URL\u002Fblob\u002FBRANCH\u002Ffile#Lline)`\n   - Local-only → use **local citations**: `(file_path:line_number)`\n3. **Determine default branch**: Run `git rev-parse --abbrev-ref HEAD`\n4. **Do NOT proceed** until source repo context is resolved\n\n## Procedure\n\n1. Resolve source repo context (see above)\n2. Detect the language of the question; respond in the same language\n3. Search the codebase for relevant files\n4. Read those files to gather evidence\n5. Synthesize an answer with inline linked citations\n\n## Response Format\n\n- Use `##` headings, code blocks with language tags, tables, bullet lists\n- Cite sources inline using resolved format:\n  - **Remote**: `[src\u002Fpath\u002Ffile.ts:42](REPO_URL\u002Fblob\u002FBRANCH\u002Fsrc\u002Fpath\u002Ffile.ts#L42)`\n  - **Local**: `(src\u002Fpath\u002Ffile.ts:42)`\n- Include a \"Key Files\" table mapping files to their roles (with linked citations in the \"File\" column)\n- **Include at least 1 Mermaid diagram** when the answer involves architecture, data flow, or relationships — a diagram makes the answer 10x more useful\n- **Use tables** for any structured data in the answer (component lists, API endpoints, config options, comparisons)\n- If information is insufficient, say so and suggest files to examine\n\n## Rules\n\n- ONLY use information from actual source files\n- NEVER invent, guess, or use external knowledge\n- Think step by step before answering\n",{"name":5,"license":15,"metadata":44,"description":7},{"author":45,"version":46},"Microsoft","1.0.0","main","5c95bcac4646c5aed06bd9aed5235cfc7985aafc","included\u002Fskills\u002Fby-category\u002Fcloud-azure-microsoft-sdks\u002Fofficial-vendor-reference\u002Fwiki-qa",0,"https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked","https:\u002F\u002Fgithub.com\u002Fstrmt7","2026-11-11 04:18:12",{"source":8,"skillName":5,"commands":55,"prompt":65,"zipAvailable":66},[56,59,62],{"tool":57,"command":58},"npx","npx skills add strmt7\u002Fai_skills_collection_benchmarked --skill wiki-qa",{"tool":60,"command":61},"bunx","bunx skills add strmt7\u002Fai_skills_collection_benchmarked --skill wiki-qa",{"tool":63,"command":64},"pnpm","pnpm dlx skills add strmt7\u002Fai_skills_collection_benchmarked --skill wiki-qa","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fcloud-azure-microsoft-sdks\u002Fofficial-vendor-reference\u002Fwiki-qa\u002FSKILL.md",true,[68],{"path":69,"resourceType":70,"resourceTypeDesc":71,"sizeBytes":72,"sourceHtmlUrl":73},"references\u002Facceptance-criteria.md","REFERENCE","参考文档",2425,"https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fcloud-azure-microsoft-sdks\u002Fofficial-vendor-reference\u002Fwiki-qa\u002Freferences\u002Facceptance-criteria.md",[75,109,137,162,186,213],{"skillNo":76,"name":77,"nameZh":6,"description":78,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":79,"licenseFileUrl":80,"sourceHtmlUrl":81,"categories":82,"keywords":91,"publishedAt":39},"01M71D4H3T6M57DFKN8HENAWRV","webapp-testing","Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.","Apache-2.0","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Ftesting-qa-benchmarking\u002Fofficial-reference\u002Fwebapp-testing\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Ftesting-qa-benchmarking\u002Fofficial-reference\u002Fwebapp-testing\u002FSKILL.md",[83,88],{"categoryNo":84,"categoryName":85,"taxonomyType":86,"taxonomyTypeDesc":87},"01JBSEEDCAT000000000000008","测试与质量","SCENARIO","使用场景",{"categoryNo":89,"categoryName":90,"taxonomyType":86,"taxonomyTypeDesc":87},"01JBSEEDCAT000000000000009","前端开发",[92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108],"webapp","testing","webapp testing","for","applications","local","frontend","debugging","toolkit","logs","browser","with","playwright","web","behavior","ui","screenshots",{"skillNo":110,"name":111,"nameZh":6,"description":112,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":79,"licenseFileUrl":113,"sourceHtmlUrl":114,"categories":115,"keywords":119,"publishedAt":39},"01M71D4CQR2A2TB7GASCR5ZBG3","skill-creator","Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Ftesting-qa-benchmarking\u002Fofficial-reference\u002Fskill-creator-anthropics\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Ftesting-qa-benchmarking\u002Fofficial-reference\u002Fskill-creator-anthropics\u002FSKILL.md",[116],{"categoryNo":117,"categoryName":118,"taxonomyType":86,"taxonomyTypeDesc":87},"01JBSEEDCAT000000000000023","Skill与智能体开发",[120,121,122,123,124,125,36,35,126,127,128,129,130,131,132,133,134,135,95,136],"skill creator","creator","performance","improve","run evals","new","create","optimize","variance analysis","run","edit","benchmark","a skill","existing skill","evals","modify","accuracy",{"skillNo":138,"name":139,"nameZh":6,"description":140,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":141,"categories":142,"keywords":145,"publishedAt":39},"01M71D488XHEZVXXSXFYP8ENMH","playwright-skill","Complete browser automation with Playwright. Auto-detects dev servers, writes reusable test scripts, and supports screenshots, responsive checks, UX validation, login flows, link checks, and arbitrary browser automation. Use when the user wants to test a website, automate browser interactions, validate web functionality, or perform browser-based testing.","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Ftesting-qa-benchmarking\u002Flatest-release-browser-automation\u002Fplaywright-skill\u002FSKILL.md",[143,144],{"categoryNo":84,"categoryName":85,"taxonomyType":86,"taxonomyTypeDesc":87},{"categoryNo":117,"categoryName":118,"taxonomyType":86,"taxonomyTypeDesc":87},[104,146,147,148,93,149,150,36,151,102,152,153,154,155,156,157,158,159,160,161],"playwright skill","browser automation","flows","auto","access","Bash","website","ux","login","scripts","read","write","node","install","network","responsive",{"skillNo":163,"name":164,"nameZh":6,"description":165,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":79,"licenseFileUrl":166,"sourceHtmlUrl":167,"categories":168,"keywords":170,"publishedAt":39},"01M71CY25GM939M6RES91QSG3T","web-artifacts-builder","Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn\u002Fui). Use for complex artifacts requiring state management, routing, or shadcn\u002Fui components - not for simple single-file HTML\u002FJSX artifacts.","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fsearch-retrieval-web-automation\u002Fofficial-reference\u002Fweb-artifacts-builder\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fsearch-retrieval-web-automation\u002Fofficial-reference\u002Fweb-artifacts-builder\u002FSKILL.md",[169],{"categoryNo":89,"categoryName":90,"taxonomyType":86,"taxonomyTypeDesc":87},[171,172,173,105,174,175,176,95,177,178,98,179,37,34,180,181,182,183,184,185],"builder","artifacts builder","artifacts","web artifacts builder","single-file","css","Tailwind","ui components","single","components","react","multi","state","routing","state management",{"skillNo":187,"name":188,"nameZh":6,"description":189,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":79,"licenseFileUrl":190,"sourceHtmlUrl":191,"categories":192,"keywords":202,"publishedAt":39},"01M71CXZB60QJJ1H4S3NN94WMZ","frontend-design","Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML\u002FCSS layouts, or when styling\u002Fbeautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fsearch-retrieval-web-automation\u002Fofficial-reference\u002Ffrontend-design\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fsearch-retrieval-web-automation\u002Fofficial-reference\u002Ffrontend-design\u002FSKILL.md",[193,194,197],{"categoryNo":89,"categoryName":90,"taxonomyType":86,"taxonomyTypeDesc":87},{"categoryNo":195,"categoryName":196,"taxonomyType":86,"taxonomyTypeDesc":87},"01JBSEEDCAT000000000000015","视觉设计",{"categoryNo":198,"categoryName":199,"taxonomyType":200,"taxonomyTypeDesc":201},"01JBSEEDCAT000000000000032","设计师","PROFESSION","适用职业",[98,203,204,176,205,206,207,96,208,209,37,36,173,33,180,210,181,211,212,103],"design","frontend design","ui design","generic","aesthetics","landing","pages","web ui","react components","examples",{"skillNo":214,"name":215,"nameZh":6,"description":216,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":217,"categories":218,"keywords":219,"publishedAt":39},"01M71CVZ54WFBTVA7R16PFY1ZE","zarr-python","Chunked N-D arrays for cloud storage. Compressed arrays, parallel I\u002FO, S3\u002FGCS integration, NumPy\u002FDask\u002FXarray compatible, for large-scale scientific computing pipelines.","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fscience-research-data-analysis\u002Flatest-release-community\u002Fzarr-python\u002FSKILL.md",[],[220,221,222,223,224,225,226,227,228,95,229,230,231,232,233,234,235,236],"zarr python","python","zarr","arrays","Cloud Storage","scientific","storage","parallel","dask","numpy","gcs","s3","integration","scientific computing","cloud","scale","pipelines"]